From 595a5ea1f6fed9351862a2708a64d7fc10a7cf6a Mon Sep 17 00:00:00 2001
From: Edmond Yoo <hj3yoo@uwaterloo.ca>
Date: Thu, 06 Sep 2018 17:23:41 +0000
Subject: [PATCH] readme fix

---
 README.md |   20 ++++++++++----------
 1 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index 1946580..4e9855c 100644
--- a/README.md
+++ b/README.md
@@ -10,16 +10,16 @@
 
 First batch of model training is completed, where I used ~40,000 generated images of MTG cards laid out in one of the pre-defined pattern. 
 
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_1.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_1.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_1.jpg" width="600">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_1.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_2.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_training_set_example_3.jpg" width="360">
 
 After 5000 training epochs, the model got 88% validation accuracy on the generated test set. 
 
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_1.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_2.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_3.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_4.jpg" width="600">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_1.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_2.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_3.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_4.jpg" width="360">
 
 However, there are some blind spots on the model, notably:
 
@@ -29,8 +29,8 @@
 
 Example of bad detections:
 
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_5.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_6.jpg" width="600">
-<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_7.jpg" width="600">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_5.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_6.jpg" width="360">
+<img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_7.jpg" width="360">
 
 The second and third problems should easily be solved by further augmenting the dataset with random lighting and image skew. I'll have to think more about the first problem, though.
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